Four Techniques for Outlier Detection

We use a sample of the airline data to detect outlier airports based on the average arrival delay in them. The techniques we apply are numeric outlier, z-score, DBSCAN and isolation forest. Outliers detected by each of these techniques are visualized on a map of US using the KNIME OSM integration.

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